Plan an AI working session that ends with a usable result

Fictional practice project. Use it to demonstrate your process, not to claim a client relationship, qualification, or measured business result.

A fictional independent consultant wants help turning messy notes into a client update. Design a short teaching session with practice and feedback. The learner should leave knowing how to repeat the task and when to stop for clarification.

SOURCE MATERIAL
FICTIONAL LEARNER NOTES
Confidence: new to AI assistants; comfortable editing documents.
Goal: write a concise project update from approved notes.
Example project notes: outline approved Monday; draft completed Wednesday; one source citation still needs confirmation; reviewer is away until Friday; publication date has not been agreed.
Required output: completed work, next step, blocker, and decision needed.
Permissions: use only the fictional notes in this exercise.
Constraints: do not invent approvals, dates, citations, or a completed publication.
No account creation or paid subscription is part of the exercise.

DELIVERABLE
A 30-minute lesson plan, learner exercise, and review checklist.

STEPS
1. Define a task-based learning objective and the evidence that would show understanding.
2. Divide 30 minutes into introduction, demonstration, learner practice, review, and repeat-back.
3. Prepare a prompt and deliberately include one flawed sample for the learner to critique.
4. Ask the learner to verify each claim against the notes, not the assistant’s confidence.
5. Write a one-page repeatable checklist and a next practice task.

SELF-REVIEW
[ ] The learner produces and checks an actual update.
[ ] The learner does part of the work, rather than only watching.
[ ] The citation and publication date remain unresolved.
[ ] The learner has a chance to identify an invented claim.
[ ] The repeatable checklist names when human clarification is required.

Flawed sample: “We are ready to publish Friday.” The notes only say the reviewer returns Friday. Have the learner identify the unsupported commitment and replace it with a decision request.

https://aifreelancer.site/practice/ai-working-session/